Before, running a remote MCP server meant managing session state, which limited where you could run it.
Now that MCP is stateless, you can deploy on serverless and edge infrastructure, or scale horizontally behind any load balancer.
Rumored to be ~10T parameter model. Pre training and inference on a model of that size doesn’t scale linearly. I’m doubtful any open source model will match it in that time. But I’ve been wrong before
This is insane. Open source models will reach the coding level of Mythos within 6 months and will be able to compromise any server that isn’t patched between now and then.
We are entering uncharted waters.
An extreme commitment to the truth makes relationships acutely dysfunctional but systems chronically functional (think Elon Musk).
An extreme commitment to kindness makes relationships acutely functional but systems chronically dysfunctional (think Sweden, UK)
AWS making me pay them a support subscription to submit a case about a bug in their platform is really indicative of the universe sized moat that is surrounding Amazon and Google
Have to wonder if other paradigms beyond RL are being pursued. We rode Moore's law for 50 years now. Can't see that same growth velocity happening with RL
Wonder if RL is hitting a plateau. We keep pumping params into models to squeeze out benchmark wins. Profit margins have to be thin or negative on inference for these things. CoT on 2.4T cannot be cheap, even with MoE. xAi is even limiting to 1 request per second on their API.
I think consumers are starting to notice with companies like cursor basically rug pulling their customers because they can't afford it. these models are too big these days to not charge insane subscriptions
storytelling is the ultimate compression algorithm for human attention. everything else, data, logic, tech feeds into it, but if you can’t wrap it in a compelling narrative, nobody will give a shit. people think they make decisions based on facts, but they’re mostly responding to the shape of a story, whether it’s a personal arc, a company vision, or a product pitch.
if you want to accomplish anything meaningful, the story is the interface between it & the world. get that wrong & nobody will give af. get it right & you bend steel with your bare hands.
Jayson Tatum's UPDATED Resume:
- NBA Champion
- 2x Olympic gold medalist
- 5x All-Star
- 4x All-NBA
- ECF MVP
- ASG MVP
- All-Rookie 1st Team
- Most playoff PTS before the age of 27
- Most PTS in a game 7
- Only 30 PPG season in Celtics history
26 years old.